{"id":"W4249739710","doi":"10.1109/aparm49247.2020.9209482","title":"APARM 2020 TOC","year":2020,"lang":"en","type":"article","venue":"2020 Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ames Research Center; University of Illinois at Urbana-Champaign; Minzu University of China; Hunan University of Science and Technology; Tokyo Metropolitan University; University of Texas at El Paso; Zayed University; Nanjing University; Zhejiang Sci-Tech University; Wenzhou University; China Aerospace Science and Technology Corporation; Foshan University; Zhengzhou University; National University of Defense Technology; Beijing Technology and Business University; Shanghai Jiao Tong University; Hanbat National University; Aoyama Gakuin University; Northwestern University; Beihang University; Nanjing University of Aeronautics and Astronautics; Fu Jen Catholic University; Hunan University; Queen's University; Northwestern Polytechnical University; Hallym University; Kyungsung University; Southeast University; Western Michigan University; Chonbuk National University; Sun Yat-sen University; Commercial Aircraft of China; Beijing Institute of Technology; Shandong University; Beijing University of Technology; Kanagawa University; Hanyang University; Guilin University of Electronic Technology; Chongqing University; Harbin Institute of Technology; National University of Singapore; University of Alberta; University of Toronto; University of New South Wales; National Research Council Canada; Kanazawa University; National Aeronautics and Space Administration; Zhejiang University; Hongik University; Kindai University; City University of Hong Kong; University of British Columbia; Texas Tech University; University of Electronic Science and Technology of China; Western New England University; Texas State University; Nanjing Tech University; Universidade Federal de Pernambuco; Futurewei Technologies","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006700883,0.0009920024,0.0005087982,0.001705532,0.0009377978,0.002670721,0.001925976,0.001641084,0.3871585],"category_scores_gemma":[0.001984005,0.0004267368,0.0005644159,0.001276767,0.0002109629,0.001533759,0.00124808,0.00135311,0.2655932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242859,"about_ca_system_score_gemma":0.001994078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008839155,"about_ca_topic_score_gemma":0.01021866,"domain_scores_codex":[0.9995158,0.00006601954,0.00001309073,0.00007381685,0.0002661826,0.00006504908],"domain_scores_gemma":[0.9988114,0.00008772446,0.00003430929,0.0002924877,0.0006325113,0.0001416367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001239194,0.00006031967,0.0001684697,0.0001541741,0.00001574151,0.00002958361,0.00001580429,0.00331094,0.001907417,0.009717235,0.8577751,0.1267213],"study_design_scores_gemma":[0.0000304345,0.00004818794,0.0003796331,0.00006140181,0.00001334431,0.00004579574,0.00001512971,0.01153756,0.001954341,0.005991341,0.9799069,0.00001578277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001752677,0.0005388252,0.04711028,0.00154132,0.002693753,0.000265346,0.02908309,0.03364713,0.8833676],"genre_scores_gemma":[0.02906551,0.0009385006,0.03223358,0.001376937,0.0005493438,0.0004575673,0.05414028,0.006498024,0.8747402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6128415,"threshold_uncertainty_score":0.8741441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316244731712379,"score_gpt":0.2488284648161202,"score_spread":0.2356660174989964,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}